Feng Lyu

Orcid: 0000-0002-2990-5415

Affiliations:

Central South University, School of Computer Science and Engineering, Changsha, China
University of Waterloo, Department of Electrical and Computer Engineering, Waterloo, Canada (2018 - 2019)
Shanghai Jiao Tong University, Department of Computer Science and Engineering, Shanghai, China (PhD 2018)

According to our database¹, Feng Lyu authored at least 122 papers between 2017 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

Dataset

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Bibliography

2024

A Two-Dimensional Hybrid Federated Learning Framework for Secure Data Cooperation of Multiple Network Service Providers.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., October, 2024

Collection Point Matters in Time-Energy Tradeoff for UAV-Enabled Data Collection of IoT Devices.

[BibT_eX]

[DOI]

IEEE Internet Things J., October, 2024

A Communication-Efficient Hierarchical Federated Learning Framework via Shaping Data Distribution at Edge.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., June, 2024

RingSFL: An Adaptive Split Federated Learning Towards Taming Client Heterogeneity.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., May, 2024

Efficient Resource Management and Expansion Scheme for Collaborative Edge-Cloud Computing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., April, 2024

Towards driver distraction detection: a privacy-preserving federated learning approach.

[BibT_eX]

[DOI]

Peer Peer Netw. Appl., March, 2024

Characterizing Internet Card User Portraits for Efficient Churn Prediction Model Design.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., February, 2024

MOTO: Mobility-Aware Online Task Offloading With Adaptive Load Balancing in Small-Cell MEC.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., January, 2024

CODE$^{+}$+: Fast and Accurate Inference for Compact Distributed IoT Data Collection.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2024

RF-Sign: Position-Independent Sign Language Recognition Using Passive RFID Tags.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2024

Joint Model Assignment and Resource Allocation for Cost-Effective Mobile Generative Services.

[BibT_eX]

[DOI]

CoRR, 2024

Resource-Efficient Generative AI Model Deployment in Mobile Edge Networks.

[BibT_eX]

[DOI]

CoRR, 2024

FL2ETD: A Few-Shot Learning Framework to Electricity Theft Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

2023

FL-AMM: Federated Learning Augmented Map Matching With Heterogeneous Cellular Moving Trajectories.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., December, 2023

Toward Multi-User Authentication Using WiFi Signals.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., October, 2023

MSM: Mobility-Aware Service Migration for Seamless Provision: A Data-Driven Approach.

[BibT_eX]

[DOI]

IEEE Internet Things J., September, 2023

Low-Latency Edge Video Analytics for On-Road Perception of Autonomous Ground Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2023

VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Characterizing User Association Patterns for Optimizing Small-Cell Edge System Performance.

[BibT_eX]

[DOI]

IEEE Netw., 2023

Privacy-Preserving Cross-Facility Early Warning for Unknown Epidemics.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

Distributed Artificial Intelligence Empowered by End-Edge-Cloud Computing: A Survey.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2023

Addressing Practical Challenges in Acoustic Sensing To Enable Fast Motion Tracking.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023

A Hierarchical Knowledge Transfer Framework for Heterogeneous Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

A Prototype-Based Knowledge Distillation Framework for Heterogeneous Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Ranking Cellular Internet Card User VIP Values Based on Graph Clustering with Usage Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Dynamic RRH-BBU Mapping for C-RAN: A Data-Driven Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

LEARN: Selecting Samples Without Training Verification for Communication-Efficient Vertical Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

2022

Robust Network Compressive Sensing

[BibT_eX]

[DOI]

Springer Briefs in Computer Science, Springer, ISBN: 978-3-031-16828-4, 2022

Mobile Edge Caching in Heterogeneous Vehicular Networks

[BibT_eX]

[DOI]

Huaqing Wu

Feng Lyu

Xuemin Shen

Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-88877-0, 2022

Max-Min Fairness for Beamspace MIMO-NOMA: From Single-Beam to Multi-Beam.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

AUCTION: Automated and Quality-Aware Client Selection Framework for Efficient Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Improving Federated Learning With Quality-Aware User Incentive and Auto-Weighted Model Aggregation.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

UAV-Assisted Physical Layer Security in Multi-Beam Satellite-Enabled Vehicle Communications.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Multitype Highway Mobility Analytics for Efficient Learning Model Design: A Case of Station Traffic Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Adaptive Resource Allocation for Diverse Safety Message Transmissions in Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Service-Oriented Dynamic Resource Slicing and Optimization for Space-Air-Ground Integrated Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Making resource adaptive to federated learning with COTS mobile devices.

[BibT_eX]

[DOI]

Peer-to-Peer Netw. Appl., 2022

RLSS: A Reinforcement Learning Scheme for HD Map Data Source Selection in Vehicular NDN.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Real-Time Search-Driven Caching for Sensing Data in Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

TailorFL: Dual-Personalized Federated Learning under System and Data Heterogeneity.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Dynamic Pricing Scheme for Edge Computing Services: A Two-layer Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022

Boosting Internet Card Cellular Business via User Portraits: A Case of Churn Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

An Efficient Two-Layer Task Offloading Scheme for MEC System with Multiple Services Providers.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Push the Limit of WiFi-based User Authentication towards Undefined Gestures.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

CODE: Compact IoT Data Collection with Precise Matrix Sampling and Efficient Inference.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

Mobility-Aware Service Migration for Seamless Provision: A Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Perceptual Quality Aware Adaptive 360-Degree Video Streaming with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Mobility-Aware Computation Offloading with Adaptive Load Balancing in Small-Cell MEC.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Joint Radio Resource Allocation and Control for Resource-Constrained Vehicle Platooning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

2021

Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in SAGIN.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Physical Layer Security Assisted Computation Offloading in Intelligently Connected Vehicle Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Sequential Message Characterization for Early Classification of Encrypted Internet Traffic.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2021

Multi-Path Selection and Congestion Control for NDN: An Online Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

NDN-MMRA: Multi-Stage Multicast Rate Adaptation in Named Data Networking WLAN.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

LeaD: Large-Scale Edge Cache Deployment Based on Spatio-Temporal WiFi Traffic Statistics.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

Towards Rear-End Collision Avoidance: Adaptive Beaconing for Connected Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

Space-air-ground integrated networks for future IoT: Architecture, management, service and performance.

[BibT_eX]

[DOI]

Peer-to-Peer Netw. Appl., 2021

FLAG: Flexible, Accurate, and Long-Time User Load Prediction in Large-Scale WiFi System Using Deep RNN.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Trajectory Penetration Characterization for Efficient Vehicle Selection in HD Map Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

DeepDelivery: Leveraging Deep Reinforcement Learning for Adaptive IoT Service Delivery.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

FAIR: Quality-Aware Federated Learning with Precise User Incentive and Model Aggregation.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

SHARE: Shaping Data Distribution at Edge for Communication-Efficient Hierarchical Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

QoE-driven Mobile 360 Video Streaming: Predictive View Generation and Dynamic Tile Selection.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

Load- and Mobility-Aware Cooperative Content Delivery in SAG Integrated Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Cooperative Edge-Cloud Caching for Real-time Sensing Big Data Search in Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Multi-Dimensional Resource Allocation for Diverse Safety Message Transmissions in Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Resource-Efficient DNN Training and Inference for Heterogeneous Edge Intelligence in 6G.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Multi-Objective Network Congestion Control via Constrained Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

2020

Vehicular Networking for Road Safety

[BibT_eX]

[DOI]

Feng Lyu

Minglu Li

Xuemin Shen

Wireless Networks, Springer, ISBN: 978-3-030-51228-6, 2020

Virtualized and Micro Services Provisioning in Space-Air-Ground Integrated Networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2020

Push the Limit of Multipath Profiling Using Commodity WiFi Devices With Limited Bandwidth.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Named Data Networking Enabled Power Saving Mode Design for WLAN.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Joint Channel Allocation and Resource Management for Stochastic Computation Offloading in MEC.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Efficient Hybrid Beamforming With Anti-Blockage Design for High-Speed Railway Communications.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Cooperative Edge Caching With Location-Based and Popular Contents for Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Characterizing Urban Vehicle-to-Vehicle Communications for Reliable Safety Applications.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2020

Edge Coordinated Query Configuration for Low-Latency and Accurate Video Analytics.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2020

SDN/NFV-Empowered Future IoV With Enhanced Communication, Computing, and Caching.

[BibT_eX]

[DOI]

Proc. IEEE, 2020

Virtualization Enabled Multi-Point Cooperation with Convergence of Communication, Caching, and Computing.

[BibT_eX]

[DOI]

IEEE Netw., 2020

Optimal UAV Caching and Trajectory in Aerial-Assisted Vehicular Networks: A Learning-Based Approach.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2020

Enabling Security-Aware D2D Spectrum Resource Sharing for Connected Autonomous Vehicles.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in Space-Air-Ground Integrated Network.

[BibT_eX]

[DOI]

CoRR, 2020

Dynamic Spectrum Slicing and Optimization in SAG Integrated Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Adaptive Video Streaming Using Dynamic NDN Multicast in WLAN.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

SoSA: Socializing Static APs for Edge Resource Pooling in Large-Scale WiFi System.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019

Fine-Grained TDMA MAC Design toward Ultra-Reliable Broadcast for Autonomous Driving.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2019

Secrecy Rate Analysis of Satellite Communications With Frequency Domain NOMA.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Throughput Analysis of Vehicular Internet Access via Roadside WiFi Hotspot.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Multi-Drone 3-D Trajectory Planning and Scheduling in Drone-Assisted Radio Access Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Space/Aerial-Assisted Computing Offloading for IoT Applications: A Learning-Based Approach.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2019

Toward Collision-Free and Efficient Coordination for Automated Vehicles at Unsignalized Intersection.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

Large-Scale Full WiFi Coverage: Deployment and Management Strategy Based on User Spatio-Temporal Association Analytics.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

Intelligent Link Adaptation in 802.11 Vehicular Networks: Challenges and Solutions.

[BibT_eX]

[DOI]

IEEE Commun. Stand. Mag., 2019

Multi-Drone 3D Trajectory Planning and Scheduling in Drone Assisted Radio Access Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Deep RL-based Trajectory Planning for AoI Minimization in UAV-assisted IoT.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

Joint Caching and Trajectory Design for Cache-Enabled UAV in Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

Pilot Spoofing Attack Detection and Downlink Precoding in Massive MIMO Systems.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

Spectral Efficiency Analysis of SEFDM Systems with ICI Mitigation.

[BibT_eX]

[DOI]

Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Demystifying Traffic Statistics for Edge Cache Deployment in Large-Scale WiFi System.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Asymptotic Optimal Edge Resource Allocation for Video Streaming via User Preference Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Cutting Down Idle Listening Time: A NDN-Enabled Power Saving Mode Design for WLAN.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

3D Multi-Drone-Cell Trajectory Design for Efficient IoT Data Collection.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Online UAV Scheduling Towards Throughput QoS Guarantee for Dynamic IoVs.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Big Data Analytics for User Association Characterization in Large-Scale WiFi System.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

On Hybrid Beamforming of mmWave MU-MIMO System for High-Speed Railways.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Delay-Aware IoT Task Scheduling in Space-Air-Ground Integrated Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Max-Min Secrecy Rate for NOMA-Based UAV-Assisted Communications with Protected Zone.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Power Allocation for Multi-Beam Max-Min Fairness in Millimeter-Wave Beamspace MIMO-NOMA.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Edge Caching and Content Delivery with Minimized Delay for Both High-Speed Train and Local Users.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Online Worker Selection Towards High Quality Map Collection for Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Deep Convolution Neural Networks for the Classification of Robot Execution Failures.

[BibT_eX]

[DOI]

Proceedings of the CAA Symposium on Fault Detection, 2019

2018

SS-MAC: A Novel Time Slot-Sharing MAC for Safety Messages Broadcasting in VANETs.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

MoMAC: Mobility-Aware and Collision-Avoidance MAC for Safety Applications in VANETs.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

Intelligent Context-Aware Communication Paradigm Design for IoVs Based on Data Analytics.

[BibT_eX]

[DOI]

IEEE Netw., 2018

Big Data Driven Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Netw., 2018

DBCC: Leveraging Link Perception for Distributed Beacon Congestion Control in VANETs.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2018

Internet of vehicles in big data era.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2018

Vehicular Communication Networks in the Automated Driving Era.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

ABC: Adaptive Beacon Control for Rear-End Collision Avoidance in VANETs.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018

Leveraging Inner-Connection of Message Sequence for Traffic Classification: A Deep Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Intelligent Large-Scale AP Control with Remarkable Energy Saving in Campus WiFi System.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

2017

Throughput Analysis of In-Vehicle Internet Access via On-Road WiFi Access Points.

[BibT_eX]

[DOI]

Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Feng Lyu

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